RRepoGEO

REPOGEO REPORT · LITE

aixcoder-plugin/aiXcoder-7B

Default branch main · commit ca656c31 · scanned 6/21/2026, 8:46:36 PM

GitHub: 2,272 stars · 359 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface aixcoder-plugin/aiXcoder-7B, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    code-llm, large-language-model, code-generation, code-completion, ide-plugin, developer-tools, ai-coding-assistant, open-source-llm, privacy-preserving, offline-ai
  • highreadme#2
    Reposition the README's opening paragraph to highlight core differentiators

    Why:

    CURRENT
    Welcome to the official repository of aiXcoder-7B Code Large Language Model. This model is designed to understand and generate code across multiple programming languages, offering state-of-the-art performance in code completion, comprehension, generation, and more tasks about programming languages.
    COPY-PASTE FIX
    Welcome to the official repository of aiXcoder-7B, a privacy-preserving, offline, and open-source 7B Code Large Language Model designed for seamless integration into your IDE. This powerful model offers state-of-the-art performance in code completion, comprehension, and generation across multiple programming languages, empowering developers with local, secure AI assistance.
  • mediumhomepage#3
    Add the official website to the repository homepage field

    Why:

    COPY-PASTE FIX
    https://www.aixcoder.com/

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface aixcoder-plugin/aiXcoder-7B
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Tabnine · recommended 1×
  3. Amazon CodeWhisperer · recommended 1×
  4. Google Gemini · recommended 1×
  5. Replit AI · recommended 1×
  • CATEGORY QUERY
    How can I integrate a powerful code generation model into my development workflow?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Amazon CodeWhisperer
    4. Google Gemini
    5. Replit AI
    6. OpenAI API

    AI recommended 6 alternatives but never named aixcoder-plugin/aiXcoder-7B. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source LLMs for improving code completion accuracy?
    you: not recommended
    AI recommended (in order):
    1. Code Llama
    2. DeepSeek Coder
    3. StarCoder2
    4. Phind-CodeLlama
    5. WizardCoder
    6. CodeGeeX2

    AI recommended 6 alternatives but never named aixcoder-plugin/aiXcoder-7B. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of aixcoder-plugin/aiXcoder-7B?
    pass
    AI did not name aixcoder-plugin/aiXcoder-7B — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts aixcoder-plugin/aiXcoder-7B in production, what risks or prerequisites should they evaluate first?
    pass
    AI named aixcoder-plugin/aiXcoder-7B explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo aixcoder-plugin/aiXcoder-7B solve, and who is the primary audience?
    pass
    AI named aixcoder-plugin/aiXcoder-7B explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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aixcoder-plugin/aiXcoder-7B — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite